Machine Learning in SEO – Resource & Templates Hub

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Google Sheets Templates

A curated collection of Google Sheets templates, each integrated with Google AppScript, specifically designed for task automation through the use of machine learning APIs. These templates are great for beginners, providing an accessible entry point into the world of machine learning without the need for advanced coding skills. Users can easily adapt these templates to leverage the power of machine learning to enhance their organic marketing strategies efficiently.


Looker Studio Dashboard Templates

A selection of Looker Studio templates, designed to connect with the MLforSEO’s Google Sheets templates. These dashboards are crafted to offer a quick, intuitive way for you to visualize and interpret the data derived from their machine learning task automation. Perfect for beginners and experts alike, each template is ready to use, facilitating the creation and sharing of comprehensive reports. 

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Coding Scripts and Notebooks

A repository of Python scripts and Google Colab notebooks, designed to guide you through the step-by-step implementation of more complex tasks in machine learning. With detailed commentary accompanying each step, these resources are ideal for those looking to deepen their understanding of working with large datasets and various data types. Each script and notebook is crafted to be both reusable and scalable, ensuring users can adapt them to their specific needs.



Dive into machine learning with our online courses, designed for digital and organic search marketers. All courses are suitable for beginners, and offer not only practical machine learning tips but also implementation guidance, so you can make the most of ML-generated insights in your strategy. Learn at your own pace with easy-to-follow lessons that take your from zero-to-hero on a given topic or suite of tools.


Academy Lessons

Our academy lessons are designed to save you time. They combine multiple tutorials, implementation guides, and expert commentary into one, helping you to complete a specific machine learning project quicker. Access to the academy also grants you access to our Slack community.


Podcast w/ Expert Interviews

Join Lazarina as she discusses machine learning, data science and AI with experts. Learn about the challenges of implementation, productisation, and scaling with machine learning.



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Slack Community

Join a community of organic search marketers, enthusiastic about machine learning.